Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9893848 | 0.9202989 | 0.7227634 |
| bt | 0.8528415 | 0.5544712 | 0.2727888 |
| maxnet | 0.7783851 | 0.4772129 | NA |
| gam | 0.7931914 | 0.4737164 | 0.2009892 |
| glm | 0.7462700 | 0.4401763 | 0.1331015 |